# DukeMTMC-attribute

**Repository Path**: SearchSource/DukeMTMC-attribute

## Basic Information

- **Project Name**: DukeMTMC-attribute
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-10-03
- **Last Updated**: 2025-11-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DukeMTMC-attribute

## About dataset

We annotate 23 attributes for [DukeMTMC-reID](https://github.com/layumi/DukeMTMC-reID_evaluation), 
which  is a subset of the [DukeMTMC](http://vision.cs.duke.edu/DukeMTMC/). 
The original dataset contains 702 identities for training and 1110 identities for testing. 
The attributes are annotated in the identity level, thus the file contains 24 x 702 attributes for training and 24 x 1110 for test, where the label "image_index" denotes the identity. 
The annotations are contained in the file duke_attribute.mat.


The 23 attributes are: 

| attribute | representation in file | label |
| :----: | :----: | :----: |
| gender | gender | male(1), female(2) |
| length of upper-body clothing | top | short upper body clothing(1), long(2)    |
| wearing boots| boots| no(1), yes(2)    |
| wearing hat| hat | no(1), yes(2) |
| carrying backpack| backpack | no(1), yes(2) |
| carrying bag| bag | no(1), yes(2) |
| carrying handbag| handbag | no(1), yes(2) |
| color of shoes| shoes | dark(1), light(2) |
| 8 color of upper-body clothing| upblack, upwhite, upred, uppurple, upgray, upblue, upgreen, upbrown | no(1), yes(2) |
| 7 color of lower-body clothing| downblack, downwhite, downred, downgray, downblue, downgreen, downbrown | no(1), yes(2) |

Note that the though there are 7 and 8 attributes for lower-body clothing and upper-body clothing, only one color is labeled as yes (2) for an identity.
 
## Sample

![](sample_image.jpg)

## Evaluation
To evaluate, please repfer to the code [here](https://github.com/vana77/Market-1501_Attribute)


## Citation

DukeMTMC Dataset [Bibtex](https://raw.githubusercontent.com/vana77/DukeMTMC-attribute/master/CITATION_DukeMTMC.txt)

DukeMTMC-reID Protocol, Baseline [Bibtex](https://raw.githubusercontent.com/vana77/DukeMTMC-attribute/master/CITATION_DukeMTMC-reID.txt)

DukeMTMC-attribute [Bibtex](https://raw.githubusercontent.com/vana77/DukeMTMC-attribute/master/CITATION_DukeMTMC-attribute.txt)

## Dataset Licence
Please follow the [LICENSE_DukeMTMC-attribute](https://github.com/vana77/DukeMTMC-attribute/blob/master/LICENSE_DukeMTMC-attribute.txt). You are free to share, create and adapt the DukeMTMC-reID dataset, in the manner specified in the license.

We also include the [LICENSE_DukeMTMC](https://github.com/vana77/DukeMTMC-attribute/blob/master/LICENSE_DukeMTMC.txt). If you want to share, create and adapt the DukeMTMC dataset, please follow this license.

The DukeMTMC-attribute evaluation code is under the MIT License.

## Acknowledgement

We thank Dr. Gao for annotating part of the dataset.